CN113378843A - Express waybill mobile phone number identification result calibration method, device and storage medium - Google Patents
Express waybill mobile phone number identification result calibration method, device and storage medium Download PDFInfo
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Abstract
The invention relates to a method, a device and a storage medium for calibrating a mobile phone number identification result of an express waybill, wherein when an operator opens a functional page of operation software such as arrival, storage and the like, equipment is used for scanning an express waybill to obtain a waybill picture, the waybill and the mobile phone number are identified through an OCR (optical character recognition) technology, then the mobile phone number identified out is used for executing the calibration step of the method, after the calibration method is executed, a historical mobile phone number set with a 1-digit difference with the result mobile phone number is output, if the set is not empty, the result mobile phone number is represented to be abnormal, an editing window which cannot automatically disappear is popped up on a software operation page, the current mobile phone number which is possibly wrong is displayed in the editing window, and meanwhile, voice is played to remind the operator to confirm the latter to compare and modify, and then a determination button in the window is clicked to normally enter. Compared with the prior art, the method has the advantages of improving the accuracy of mobile phone number identification, reducing the misjudgment rate caused by human misoperation and the like.
Description
Technical Field
The invention relates to the technical field of express waybill identification, in particular to a method and a device for calibrating a mobile phone number identification result of an express waybill and a storage medium.
Background
In the existing express delivery industry, when express delivery is stored, taken and delivered at the delivery end, a service person is required to hold a bill entry device to extract a bill number and a mobile phone number on an express delivery bill, that is, when an express package is delivered to a third-party end service station, a worker is required to perform warehousing operation on the package. The normal operation is to open the warehousing function interface of the operation software on the handheld bill entry device, perform real-time scanning (infrared acquisition or camera acquisition) operation on the parcel bill, and identify the bill number and the mobile phone number on the bill by using an OCR (optical character recognition) technology, the business software can upload the identified bill number and the mobile phone number information to a system platform, the platform can push the position information of the parcel after warehousing to the user of the mobile phone number, and inform the user to go to a website to take a piece. However, this solution has the following problems:
1. due to the fact that the definition of the practical menu is different, the field operating environment of an operator is achieved, the OCR technology is limited, the mobile phone number identified based on the OCR technology is likely to be wrong, comprehensive data statistics shows that the correct rate of the correct mobile phone number obtained by a common website based on the OCR technology is only close to 97%, one or more digits in the mobile phone numbers of 11 recipients are specifically identified into other digits, wherein the digits which are often easy to make mistakes and mix are 1, 7, 3, 8, 6, 9 and the like, so that the mobile phone number of the recipient is wrong, once the wrongly input number is uploaded to a platform, the correct recipient cannot be informed to get the piece, and the user of other non-parcel owners is informed to get the piece.
2. Under the normal condition, the mobile phone numbers of the addressee and the sender are marked on the bill, and if the express delivery person fails to operate, the handheld bill device is easy to scan and identify the mobile phone number of the sender, so that the addressee cannot timely receive the pickup notice, and certain trouble is caused to the user.
In summary, once the operator at the end service station enters the mobile phone number of the express package incorrectly, the correct user cannot be notified in time to pick up the express package, which easily causes the risk that the user cannot pick up the express package in time or even loses the express package, and brings great loss to the user and the end service personnel while causing troubles to the user, and such situations occur frequently at present, so that a method for solving the problem is urgently needed to be provided for the end service network of the third party.
Disclosure of Invention
The invention aims to overcome the defects in the prior art and provides a method, a device and a storage medium for calibrating the identification result of a mobile phone number of an express waybill.
The purpose of the invention can be realized by the following technical scheme:
a method for calibrating a mobile phone number identification result of an express waybill comprises the following steps:
s1: and acquiring all historical mobile phone number sets of which the number of the parcels sent in the last year is more than or equal to three in the area range of the current terminal service network point, taking the sets as data sources for mobile phone number calibration, and setting a timing task to update the stored data source content at regular time.
S2: and grouping the mobile phone numbers by the second digit of each mobile phone number in a data source for mobile phone number calibration.
S3: and (4) identifying a result mobile phone number by using an OCR (optical character recognition) method for the current express waybill, circularly comparing the identified result mobile phone number with the grouped data source, and acquiring a comparison difference value. Specifically, the method comprises the following steps:
identifying and judging a result mobile phone number by using an OCR (optical character recognition) for the current express waybill, calling out a corresponding grouped data source according to a second digit of the result mobile phone number if the result mobile phone number meets eleven digits in length and the first digit is one, circularly comparing all the mobile phone numbers of the grouped data source, sequentially taking out historical mobile phone numbers from the grouped data source in the comparison process, starting comparison from the third digit of the two taken out mobile phone numbers, and recording a difference value in the comparison process according to digits; if the digits of the corresponding digits are not consistent, adding one to the difference, when the comparison according to the digits is carried out, if the difference is more than one, jumping out of the comparison circulation according to the digits, judging that the historical mobile phone number has no calibration significance, and continuously taking the next mobile phone number of the grouped data source for comparison according to the digits; otherwise, when the mobile phone numbers are compared to the eleventh digit according to the digits, the difference value of the two mobile phone numbers is still smaller than or equal to one, the current historical mobile phone numbers are cached, the corresponding difference values are recorded in an associated mode, and then the next data of the grouped data source are continuously compared until the last data in the grouped data source is compared.
S4: and after the grouped data sources are compared, taking out the cache mobile phone number set which accords with the comparison difference standard in the cycle, sequencing the mobile phone numbers in the set according to the increasing sequence of the difference, and inputting the result mobile phone numbers with correct comparison. The difference standard is that the difference of the comparison is less than or equal to one.
If the length of the cache mobile phone number set which accords with the comparison difference standard in the taken cycle is zero, the difference between the historical mobile phone number in the grouped data source and the current result mobile phone number is larger than one, no calibration basis is judged, whether the attribution of the result mobile phone number is consistent with the province city where the service network point is located or not is continuously judged, if not, the result mobile phone number is abnormal, the abnormal information is reminded, and the operator executes normal input operation after modification; if the attribution is consistent, the reminding operation is not executed, and the result mobile phone number is directly input.
If the length of the cache mobile phone number set which accords with the comparison difference standard in the taken-out cycle is greater than or equal to one, further judging whether the difference value corresponding to the first mobile phone number of the set is zero, if the difference value is zero, judging that the reliability of the result mobile phone number is high, not reminding an operator to confirm, and directly executing the operation of inputting the result mobile phone number; otherwise, judging that the difference values corresponding to the result mobile phone numbers in the set are all one, judging that the result mobile phone numbers are abnormal, reminding the abnormal information, and executing normal input operation after the operator modifies the abnormal information.
If the mobile phone number is abnormal according to the judgment result, prompting an operator to confirm or modify through popping up a prompting window and in a voice mode, and providing a normal input channel after the operator confirms or modifies.
A handheld facial sheet entry device, the device comprising: the calibration method comprises a memory, a processor and a data calibration program which is stored on the memory and operated on the processor, wherein the data calibration program realizes the steps of the calibration method for the identification result of the express waybill mobile phone number when being executed by the processor.
Furthermore, the device also comprises a functional page unit which executes page operation for arrival and warehousing, displays the result obtained by the operation of the data calibration program on the memory and pops up a prompt for an abnormal result execution window.
A storage medium is provided, wherein a data calibration program is stored on the storage medium, and when the data calibration program is executed by a processor, the steps of the calibration method for the identification result of the mobile phone number of the express waybill are realized.
Compared with the prior art, the method, the device and the storage medium for calibrating the identification result of the express waybill mobile phone number at least have the following beneficial effects:
1) according to the invention, the acquired mobile phone number information is grouped, and the recognition result of the existing OCR technology is subjected to secondary calibration judgment by combining a historical mobile phone number set, so that the defect of the accuracy of OCR mobile phone number recognition can be compensated again, and the accuracy of mobile phone number recognition is obviously improved;
2) the abnormal result of the calibration judgment can be reminded in real time, the operator can confirm or modify the abnormal result, a second-layer inspection step is applied to the operator, the misjudgment rate caused by manual operation errors can be further reduced, and the loss of a user and a terminal service worker is further reduced.
Drawings
Fig. 1 is a schematic flow chart of a method for calibrating a mobile phone number identification result of an express waybill in an embodiment;
fig. 2 is a schematic diagram illustrating a result of mobile phone number calibration performed by the method of the present invention in the embodiment.
Detailed Description
The invention is described in detail below with reference to the figures and specific embodiments. It is to be understood that the embodiments described are only a few embodiments of the present invention, and not all embodiments. All other embodiments, which can be obtained by a person skilled in the art without any inventive step based on the embodiments of the present invention, shall fall within the scope of protection of the present invention.
Examples
At present, third-party terminal service websites in the industry are basically equipped with handheld facial bill entry equipment (mobile phones or barguns), and are equipped with operation software integrated with OCR mobile phone number recognition technology, with the introduction of the OCR recognition technology, the efficiency of express parcel terminal warehousing operation is greatly improved, but factors such as the performance of comprehensive equipment, practical operation environment, limitations of OCR algorithm processing technology and the like are combined, the success rate of entry equipment capable of recognizing correct mobile phone numbers cannot exceed 97%, if the entry equipment completely depends on OCR recognition, for some websites with large parcel volumes, many users can complain before because short message pickup notifications cannot be received every day, even the problem that the pieces of the users are picked up by other people is caused, and great trouble is brought to the work of the terminal service websites.
According to market research, individual numbers are disordered and mistaken when the mobile phone number is identified due to factors such as equipment performance, real operation environment and OCR algorithm limitation, the numbers with high frequent error frequency are 1, 7, 3, 8, 6 and 9, and the possibility that 1 number of the mobile phone number is mistaken is far higher than the possibility that a plurality of numbers are mistaken; based on the consideration, if the mobile phone number recognized by each OCR is compared with the user base number (subsequently explained by a 'data source') in the area accumulated by the network points, all the mobile phone numbers with the result are screened out from the data source in a bit comparison mode, the difference value of the digits of the mobile phone numbers is smaller than 1, if the historical mobile phone number with the difference value of 0 exists, the reliability of the mobile phone number is very high, if one or more historical mobile phone numbers with the difference value of 1 exist, the reliability of the mobile phone number is lower, and the rest historical mobile phone numbers with the difference value larger than 1 have no practical significance, no output processing is performed, if no output is performed, the attribution of the mobile phone number can be further judged, if the attribution of the mobile phone number of the current recognition result is not in a province with the service network point at the current end, the mobile phone number of the mail user can be recognized with a certain probability, and the operator can be reminded to finish confirmation, so that the accuracy of the network mobile phone number entry is greatly improved.
The invention provides a method for carrying out secondary calibration judgment work on the recognition result of the existing OC recognition technology, which forcibly reminds the possibly wrong mobile phone number result, enables an operator to have to confirm the abnormal recognition result, can effectively improve the mobile phone number entry accuracy to 99% or even higher, solves some potential problems for the sending work of a terminal service network, particularly solves the complaint problem of untimely user part taking notification or part loss and the like for a larger network, and brings better user service experience to the terminal service field.
Specifically, the invention provides a calibration method for a mobile phone number identification result of an express waybill, which is realized based on a handheld waybill entry device, wherein the entry device is provided with a functional page with functions of display, warehousing and the like, and the operation software of the entry device is integrated with a specific step program of the method, when an operator opens the functional page of arrival (delivery of express packages to a third-party terminal service station), warehousing and the like of the operation software, the express waybill is scanned by the device to obtain a waybill picture, the waybill number and the mobile phone number are identified by an OCR identification technology, and then the mobile phone number identified is subjected to the calibration step of the method, and the specific calibration step of the method is as follows:
step one, by utilizing operation software integrating the algorithm under a third-party terminal service company, acquiring all historical mobile phone number sets with the number of parcels dispatched in the last 1 year in the current terminal service network area range larger than or equal to 3 from a corresponding platform server through an interface, using the sets as data sources for mobile phone number calibration, and setting a timing task to update the locally stored data source content at regular time.
And step two, considering that the quantity of data sources is very huge, in order to improve the comparison speed of a mobile phone number bitwise algorithm, the mobile phone numbers of the data sources need to be stored in groups, and as only the mobile phone number data with the length of 11 bits and the beginning of the number 1 is processed, all the data sources can be grouped by the 2 nd digit of each mobile phone number, and the data sources can be theoretically divided into 10 groups at most.
And step three, judging the current result mobile phone number identified by using the OCR, if the result is the result mobile phone number which meets the 11-bit length and the first digit of which is 1, taking out a corresponding grouped data source according to the 2 nd digit tone of the result mobile phone number, namely, the first two digits of all the mobile phone numbers of the grouped data source are completely consistent with the first two digits of the result mobile phone number, circularly comparing all the mobile phone numbers of the grouped data source, wherein the comparison process is to take out the historical mobile phone numbers from the grouped data source in sequence, start to compare from the 3 rd digits of the two taken out mobile phone numbers, and record the difference value of the comparison process according to the digits. If the digits of the corresponding digits are not consistent, adding 1 to the difference, when the digit-by-digit comparison is carried out, and the difference is more than 1, jumping out of the cycle of the digit-by-digit comparison, and if the historical mobile phone number has no calibration significance, continuously taking the next mobile phone number of the packet data source for the digit-by-digit comparison; otherwise, when the mobile phone numbers are compared to the 11 th mobile phone number according to the position, the difference value of the two mobile phone numbers is still less than or equal to 1, the current historical mobile phone numbers are cached, the corresponding difference value is recorded in an associated mode, and then the next data of the grouped data source is continuously compared until the last data of the grouped data source is compared.
And step four, after all the comparison of the grouped data sources in the step three is completed, a cache mobile phone number set which accords with the comparison difference value less than or equal to 1 in the cycle can be taken out, and the mobile phone numbers in the set are sorted according to the increasing sequence of the difference values.
When the length of the taken set is 0, the difference value between the historical mobile phone number in the grouped data source and the current result mobile phone number is larger than 1, no calibration basis is considered, whether the attribution of the mobile phone number is consistent with the province and city of the service network is judged, if the attribution is inconsistent with the province and city of the service network, the result mobile phone number is represented to be abnormal, namely a prompt window which cannot automatically disappear is popped up on a software operation page, the current possibly wrong mobile phone number is displayed in the prompt window, and after the prompt is confirmed or modified by voice, an operator is reminded, a confirming button in the window is clicked to normally enter the mobile phone number, so that the effect of forcing the operator to confirm and calibrate is achieved. If the attributions are consistent, the operator is not reminded to confirm, and the information can be directly recorded.
When the length of the taken-out set is more than or equal to 1, further judging whether the difference value corresponding to the 1 st mobile phone number of the set is 0, if so, indicating that the reliability of the mobile phone number of the result is higher, and not prompting an operator to confirm, and directly entering; otherwise, the difference values corresponding to the mobile phone numbers in the set are all 1, the result is that the mobile phone numbers are abnormal, namely, a prompt window which cannot automatically disappear is popped up on the software operation page, the current mobile phone numbers which are possibly wrong are displayed, the operator is reminded by voice to confirm or modify the mobile phone numbers, and then the mobile phone numbers can be normally input by clicking a confirming button in the window, so that the effect of forcing the operator to confirm and calibrate the mobile phone numbers is achieved.
Fig. 2 is a result demonstration of mobile phone number calibration performed by the method of the present invention, and a calibration algorithm is used to match possible similar mobile phone numbers from a mass data source, and once a mobile phone number set similar to a target mobile phone number appears, an operator is prompted to confirm and correct the mobile phone number set, so that the defect of insufficient accuracy of the OCR recognition technology is overcome to a certain extent.
Through test point operation statistics for a period of time, after the method disclosed by the invention is applied to handheld face sheet entry equipment (a mobile phone or a bargun) integrated with an OCR (optical character recognition) technology, a network operator can really remind the operator of confirming and correcting some mobile phone numbers with errors in identification in the actual operation process, the entry accuracy of the mobile phone numbers is improved to a great extent, in 10 ten thousand sheets of data of effective statistics of a plurality of specified network points, the accuracy of the identification accuracy of the mobile phone numbers can be improved to 99.5% compared with the previous 97%, for some larger network points, the occurrence of complaint frequency of the network points caused by the fact that clients cannot take part notices or parts are lost is greatly reduced, and good news is brought to the work of a large number of terminal service network points.
The embodiment of the invention also provides a handheld surface single-input device, which comprises the following structural framework:
the components of the device include a processing unit, an OCR recognition unit, a function page unit, a memory, and a bus coupling the various device components to the processing unit.
The OCR recognition unit is used for carrying out real-time scanning (infrared acquisition or camera acquisition) operation on the express delivery parcel bill of surface and recognizing the bill number and the mobile phone number on the bill of surface by utilizing an OCR recognition technology.
A bus represents one or more of several types of bus structures, including a memory bus or memory controller, a peripheral bus, and a processor or local bus using any of a variety of bus architectures.
The apparatus typically includes a variety of computer system readable media. Such media can be any available media that is accessible by a device and includes both volatile and nonvolatile media, removable and non-removable media.
The memory includes computer system readable media in the form of volatile memory, such as random access RAM memory and CACHE memory. The memory also includes a Storage system for reading from and writing to non-removable, non-volatile magnetic media. The system memory integrates a group of application programs for executing the functions of the invention, and the application programs for executing the functions of the invention call and execute the calibration method for the identification result of the mobile phone number of the express waybill provided by the embodiment of the invention. The storage stores all historical mobile phone number data which are acquired by the platform server and have the number of the parcels dispatched in the last 1 year in the area range of the current terminal service network point and are more than or equal to 3.
Fig. 1 shows a flowchart of a method for calibrating a mobile phone number recognition result of an express waybill, which is provided by the embodiment of the present invention, by running an application on a processing unit, that is, calling and executing the application. The handheld waybill recording device is used for firstly identifying the mobile phone number of the express waybill through the OCR identification unit, and then the application program is used for automatically calibrating the mobile phone number identification result of the express waybill.
And the functional page unit executes page operation on arrival and warehousing, displays a result obtained by running the application program on the memory, and pops up a prompt for an abnormal result execution window.
In addition, an embodiment of the present invention further provides a storage medium, where an information calibration program of a handheld waybill entry device is stored on the storage medium, and when executed by a processor, the information calibration program of the handheld waybill entry device implements the steps of the calibration method for the identification result of the mobile phone number of the express waybill as described above.
Since the storage medium adopts all technical solutions of all the embodiments, at least all the beneficial effects brought by the technical solutions of the embodiments are achieved, and no further description is given here.
While the invention has been described with reference to specific embodiments, the invention is not limited thereto, and those skilled in the art can easily conceive of various equivalent modifications or substitutions within the technical scope of the invention. Therefore, the protection scope of the present invention shall be subject to the protection scope of the claims.
Claims (10)
1. A method for calibrating a mobile phone number identification result of an express waybill is characterized by comprising the following steps:
1) acquiring all historical mobile phone number sets of which the number of parcels sent in the last year is more than or equal to three in the area range of the current terminal service network point, taking the sets as data sources for mobile phone number calibration, and setting a timing task to update the stored data source content at regular time;
2) storing the mobile phone numbers of the data sources in groups;
3) using OCR to identify a result mobile phone number for the current express waybill, circularly comparing the identified result mobile phone number with the grouped data source, and acquiring a comparison difference value;
4) and after the grouped data sources are compared, taking out the cache mobile phone number set which accords with the comparison difference standard in the cycle, sequencing the mobile phone numbers in the set according to the increasing sequence of the difference, and inputting the result mobile phone numbers with correct comparison.
2. The express waybill mobile phone number identification result calibration method according to claim 1, wherein in step 2), the second digit of each mobile phone number is grouped in a data source for mobile phone number calibration.
3. The express waybill mobile phone number identification result calibration method according to claim 1, wherein the specific contents of the step 3) are as follows:
identifying and judging a result mobile phone number by using an OCR (optical character recognition) for the current express waybill, calling out a corresponding grouped data source according to a second digit of the result mobile phone number if the result mobile phone number meets eleven digits in length and the first digit is one, circularly comparing all the mobile phone numbers of the grouped data source, sequentially taking out historical mobile phone numbers from the grouped data source in the comparison process, starting comparison from the third digit of the two taken out mobile phone numbers, and recording a difference value in the comparison process according to digits; if the digits of the corresponding digits are not consistent, adding one to the difference, when the comparison according to the digits is carried out, if the difference is more than one, jumping out of the comparison circulation according to the digits, judging that the historical mobile phone number has no calibration significance, and continuously taking the next mobile phone number of the grouped data source for comparison according to the digits; otherwise, when the mobile phone numbers are compared to the eleventh digit according to the digits, the difference value of the two mobile phone numbers is still smaller than or equal to one, the current historical mobile phone numbers are cached, the corresponding difference values are recorded in an associated mode, and then the next data of the grouped data source are continuously compared until the last data in the grouped data source is compared.
4. The express waybill mobile phone number identification result calibration method according to claim 3, wherein in the step 4), the difference standard is that a difference value of comparison is smaller than or equal to one.
5. The express waybill mobile phone number identification result calibration method according to claim 4, characterized in that in step 4), if the length of a cache mobile phone number set meeting a comparison difference standard in a taken-out cycle is zero, it indicates that the difference between a historical mobile phone number in a grouped data source and a current result mobile phone number is greater than one, then no calibration basis is judged, whether the attribution of the result mobile phone number is consistent with the province city where a service network point is located is continuously judged, if not, it indicates that the result mobile phone number is abnormal, the abnormal information is reminded, and an operator performs normal entry operation after modification; if the attribution is consistent, the reminding operation is not executed, and the result mobile phone number is directly input.
6. The express waybill mobile phone number identification result calibration method according to claim 4, characterized in that in step 4), if the length of the cache mobile phone number set meeting the comparison difference standard in the taken-out cycle is greater than or equal to one, whether the difference corresponding to the first mobile phone number of the set is zero is further judged, if the difference is zero, the reliability of the result mobile phone number is judged to be high, an operator is not reminded to confirm, and the result mobile phone number entry operation is directly executed; otherwise, judging that the difference values corresponding to the result mobile phone numbers in the set are all one, judging that the result mobile phone numbers are abnormal, reminding the abnormal information, and executing normal input operation after the operator modifies the abnormal information.
7. The express waybill mobile phone number identification result calibration method according to claim 5 or 6, characterized in that if the judgment result is abnormal, the method reminds an operator to confirm or modify through popping up a prompt window and a voice mode, and provides a normal entry channel after the operator confirms or modifies.
8. A handheld facial sheet entry device, the device comprising:
the express waybill mobile phone number identification method comprises the steps of a memory, a processor and a data calibration program stored on the memory and running on the processor, wherein the data calibration program realizes the steps of the express waybill mobile phone number identification result calibration method according to any one of claims 1 to 7 when being executed by the processor.
9. The handheld facial form entry device according to claim 8, further comprising a functional page unit for executing page operations on arrival and warehousing, displaying a result obtained by running the data calibration program on the memory, and performing window pop-up reminding on an abnormal result.
10. A storage medium, wherein the storage medium stores thereon a data calibration program, and the data calibration program, when executed by a processor, implements the steps of the calibration method for the mobile phone number identification result of the courier waybill according to any one of claims 1 to 7.
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| CN110210488A (en) * | 2019-06-14 | 2019-09-06 | 上海中通吉网络技术有限公司 | The recognition methods of bar code and cell-phone number and device on a kind of express waybill |
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